Predictive Maintenance AI
AI that predicts equipment failures before they occur to enable proactive maintenance.
Definition
Predictive Maintenance AI uses machine learning to analyze sensor data, maintenance records, and equipment performance to predict when building systems and equipment are likely to fail. This enables facility managers to perform maintenance proactively, reducing downtime, extending equipment life, and optimizing maintenance budgets. Common applications include HVAC systems, elevators, and critical building infrastructure.
Examples
Predicting HVAC compressor failures weeks before they occur
Optimizing elevator maintenance schedules based on usage patterns
Identifying building systems that are degrading faster than expected
Related Use Cases
AI with Project Data
Related Terms
Related Keywords
Ready to use Predictive Maintenance AI in your firm?
See how Nomic brings domain-specific AI to architecture, engineering, and construction firms.